Explore Award-Winning Research Papers at NeurIPS 2024

NeurIPS 2024 celebrates groundbreaking research in AI and machine learning. Dive into the award-winning papers and explore the key innovations shaping the future of technology.

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Best of NeurIPS 2024

1. Conviction
2. Open Models
3. Vision
4. Post Transformers
5. SynData
6. Smol Models
7. Agents
8. Scaling GPUs
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Meet the Speakers

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Highlighted Research

1. Conviction: Startup Ideas

Curated list of potential ventures in AI and software, offering insights into emerging opportunities and challenges for technical founders.

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2. Open Models: OLMo

Accelerating the Science of Language Models

Covers a comprehensive overview of OLMo, covering its training data, code, weights, and evaluation tools for NLP research.

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3. Vision: SAM 2

Segment Anything in Images and Videos

Details SAM 2 advancements in image and video segmentation, dataset creation, training, and applications for interactive, real-time visual segmentation.

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4. Post Transformers: MAMBA2

Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

MAMBA 2 framework, connecting state-space models and attention mechanisms for efficient deep learning computation.

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5. Syndata: Cosmopedia

How To Create Large-Scale Synthetic Data For Pre-Training

Extensive synthetic dataset generated using Mixtral-8x7B-Instruct-v0.1, replicating Microsoft's Phi-1.5 training data. Used in pre-training LLMs.

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6. Smol Models: SmolLM

SmolLM: Blazingly Fast And Remarkably Powerful

Compact language models (135M, 360M, and 1.7B params), each excels in their size categories across various benchmarks.

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7. Agents: Openhands

An Open Platform For AI Software Developers As Generalist Agents

Open-source platform for building AI agents with software engineering, web browsing, and multi-agent collaboration.

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8. Scaling GPUs: Semiconductor Industry

Dylan Patel & Jon (Asianometry) – How the Semiconductor Industry Actually Works

Intricacies of the semiconductor industry and its trajectory towards achieving AGI by the decade's end.

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Testimonial

"Thoth AI brilliantly transformed Best Papers in 2024 announcement into a visually stunning flyer that perfectly balanced academic rigor with engaging design. Their work significantly amplified the visibility of the research in the machine learning community." - Charlotte Xia, Fusion Fund

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Resources:

Download the digital copy of the physical printouts: HERE

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